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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0164870</article-id>
<article-id pub-id-type="publisher-id">PONE-D-16-22049</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Molecular biology</subject><subj-group><subject>Molecular biology techniques</subject><subj-group><subject>Molecular biology assays and analysis techniques</subject><subj-group><subject>Gene expression and vector techniques</subject><subj-group><subject>Protein expression</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Research and analysis methods</subject><subj-group><subject>Molecular biology techniques</subject><subj-group><subject>Molecular biology assays and analysis techniques</subject><subj-group><subject>Gene expression and vector techniques</subject><subj-group><subject>Protein expression</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Lymphatic system</subject><subj-group><subject>Lymph nodes</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Lymphatic system</subject><subj-group><subject>Lymph nodes</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Gene amplification</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Oncology</subject><subj-group><subject>Metastasis</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Oncology</subject><subj-group><subject>Basic cancer research</subject><subj-group><subject>Metastasis</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Oncology</subject><subj-group><subject>Cancers and neoplasms</subject><subj-group><subject>Differentiated tumors</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Research and analysis methods</subject><subj-group><subject>Specimen preparation and treatment</subject><subj-group><subject>Staining</subject><subj-group><subject>Cytoplasmic staining</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject><subj-group><subject>Cancer detection and diagnosis</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Oncology</subject><subj-group><subject>Cancer detection and diagnosis</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Digestive system</subject><subj-group><subject>Mouth</subject><subj-group><subject>Tongue</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Digestive system</subject><subj-group><subject>Mouth</subject><subj-group><subject>Tongue</subject></subj-group></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Clinical Implications of FADD Gene Amplification and Protein Overexpression in Taiwanese Oral Cavity Squamous Cell Carcinomas</article-title>
<alt-title alt-title-type="running-head">FADD Gene Amplification and Protein Overexpression in Oral Cavity Squamous Cell Carcinomas</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Chien</surname>
<given-names>Huei-Tzu</given-names>
</name>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Cheng</surname>
<given-names>Sou-De</given-names>
</name>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Chuang</surname>
<given-names>Wen-Yu</given-names>
</name>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Liao</surname>
<given-names>Chun-Ta</given-names>
</name>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff006"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Wang</surname>
<given-names>Hung-Ming</given-names>
</name>
<xref ref-type="aff" rid="aff005"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff006"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff006"><sup>6</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Public Health, Chang Gung University, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Department of Anatomy, Chang Gung University, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Department of Pathology, Chang Gung Memorial Hospital, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<aff id="aff004"><label>4</label> <addr-line>Department of Otolaryngology, Head and Neck Surgery, Chang Gung Memorial, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<aff id="aff005"><label>5</label> <addr-line>Division of Hematology/Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<aff id="aff006"><label>6</label> <addr-line>Taipei CGMH Head and Neck Oncology Group, Tao-Yuan, Taiwan, R.O.C</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Lafrenie</surname>
<given-names>Robert M</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Sudbury Regional Hospital, CANADA</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<fn fn-type="con">
<p><list list-type="simple"><list-item><p><bold>Conceptualization:</bold> HTC SFH.</p></list-item> <list-item><p><bold>Data curation:</bold> CTL HMW SFH.</p></list-item> <list-item><p><bold>Formal analysis:</bold> HTC SFH.</p></list-item> <list-item><p><bold>Funding acquisition:</bold> SDC SFH.</p></list-item> <list-item><p><bold>Investigation:</bold> HTC SDC.</p></list-item> <list-item><p><bold>Methodology:</bold> HTC SDC WYC.</p></list-item> <list-item><p><bold>Project administration:</bold> SFH.</p></list-item> <list-item><p><bold>Resources:</bold> CTL HMW SFH.</p></list-item> <list-item><p><bold>Software:</bold> HTC.</p></list-item> <list-item><p><bold>Supervision:</bold> SFH.</p></list-item> <list-item><p><bold>Validation:</bold> WYC.</p></list-item> <list-item><p><bold>Visualization:</bold> HTC SFH.</p></list-item> <list-item><p><bold>Writing – original draft:</bold> HTC.</p></list-item> <list-item><p><bold>Writing – review &amp; editing:</bold> SFH.</p></list-item></list></p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">shiangfu.huang@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>10</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>11</volume>
<issue>10</issue>
<elocation-id>e0164870</elocation-id>
<history>
<date date-type="received">
<day>1</day>
<month>6</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>3</day>
<month>10</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-year>2016</copyright-year>
<copyright-holder>Chien et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0164870"/>
<abstract>
<p>Amplification of 11q13.3 is a frequent event in human cancers, including head and neck squamous cell carcinoma. This chromosome region contains several genes that are potentially cancer drivers, including <italic>FADD</italic> (Fas associated via death domain), an apoptotic effector that was previously identified as a novel oncogene in laryngeal/pharyngeal cancer. This study was designed to explore the role of FADD in oral squamous cell carcinomas (OSCCs) samples from Taiwanese patients, by assessing copy number variations (CNVs) and protein expression and the clinical implications of these factors in 339 male OSCCs. The intensity of FADD protein expression, as determined by immunohistochemistry, was strongly correlated with gene copy number amplification, as analyzed using a TaqMan CNV assay. Both FADD gene copy number amplification and high protein expression were significantly associated with lymph node metastasis (<italic>P</italic> &lt; 0.001). Patients with both FADD copy number amplification and high protein expression had the shortest disease-free survival (DFS; <italic>P</italic> = 0.074 and <italic>P</italic> = 0.002) and overall survival (OS; <italic>P</italic> = 0.011 and <italic>P</italic> = 0.027). After adjusting for primary tumor status, tumor differentiation, lymph node metastasis and age at diagnosis, DFS was still significantly lower in patients with either copy number amplification or high protein expression (hazard ratio [H.R.] = 1.483; 95% confidence interval [C.I.], 1.044–2.106). In conclusion, our data reveal that FADD gene copy number and protein expression can be considered potential prognostic markers and are closely associated with lymph node metastasis in patients with OSCC in Taiwan.</p>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100005795</institution-id>
<institution>Chang Gung Memorial Hospital, Linkou</institution>
</institution-wrap>
</funding-source>
<award-id>CMRPG3F0671</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100005795</institution-id>
<institution>Chang Gung Memorial Hospital, Linkou</institution>
</institution-wrap>
</funding-source>
<award-id>CMRPB53</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award003">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100001868</institution-id>
<institution>National Science Council</institution>
</institution-wrap>
</funding-source>
<award-id>NSC 102-2314-B-182A-081</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award004">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100001868</institution-id>
<institution>National Science Council</institution>
</institution-wrap>
</funding-source>
<award-id>NSC 101-2314-B-182-048-MY3</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award005">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100001868</institution-id>
<institution>National Science Council</institution>
</institution-wrap>
</funding-source>
<award-id>MOST 103-2314-B-182A-057-MY2</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Huang</surname>
<given-names>Shiang-Fu</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>This study was supported by Grants CMRPG3F0671 (SFH) and CMRPB53 (SFH) from Chang Gung Memorial Hospital and by Grants NSC 102-2314-B-182A-081 (SFH), NSC 101-2314-B-182-048-MY3 (SFH) and MOST 103-2314-B-182A-057-MY2 (SFH) from the National Science Council, Executive Yuan, Taiwan, ROC. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<page-count count="13"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Introduction</title>
<p>Gene amplification refers to the somatically acquired increase in copy number of a restricted region of the genome, and this process is one of the underlying genomic mechanisms that results in overexpression of a dominantly acting oncogene [<xref ref-type="bibr" rid="pone.0164870.ref001">1</xref>]. Amplification is one of the distinct mechanisms that activate oncogenes. As we previously reported, amplification of oncogenes such as the epidermal growth factor receptor (EGFR) gene is accompanied by protein overexpression and can be associated with poor prognosis in human cancers [<xref ref-type="bibr" rid="pone.0164870.ref002">2</xref>]. Amplification at 11q13.3 is a common event in cancers from multiple anatomical sites, including head and neck squamous cell carcinoma (HNSCC) [<xref ref-type="bibr" rid="pone.0164870.ref003">3</xref>]. Several studies have demonstrated that there are at least three candidate oncogenes, <italic>CCND1</italic>, <italic>FADD</italic> (Fas associated via death domain) and <italic>CTTN</italic>, within <italic>11q13</italic>.<italic>3</italic> [<xref ref-type="bibr" rid="pone.0164870.ref003">3</xref>]. <italic>CCND1</italic> is a well-documented oncogene in breast, bladder, HNSCC, liver, and lung cancers [<xref ref-type="bibr" rid="pone.0164870.ref004">4</xref>–<xref ref-type="bibr" rid="pone.0164870.ref008">8</xref>]. <italic>CTTN</italic> also has well-established roles in the migration and invasion of tumor cells [<xref ref-type="bibr" rid="pone.0164870.ref009">9</xref>–<xref ref-type="bibr" rid="pone.0164870.ref010">10</xref>]. Its amplification has been reported in breast cancer, HNSCC, esophageal squamous cell carcinoma, hepatocellular cancer, melanoma and neuroblastoma. The third gene in this region, <italic>FADD</italic>, has been reported to be a critical apoptotic adaptor molecule: FADD interacts with cell surface death receptors and recruits caspases 8 and 10, thereby transmitting extracellular apoptotic signals to intracellular caspases and eventually resulting in apoptosis [<xref ref-type="bibr" rid="pone.0164870.ref011">11</xref>–<xref ref-type="bibr" rid="pone.0164870.ref013">13</xref>]. <italic>FADD</italic> has also been shown to enhance invasion in vitro, inhibit the necrosis of epithelial cells, and regulate the proliferation of epithelial and lymphoid cells [<xref ref-type="bibr" rid="pone.0164870.ref014">14</xref>–<xref ref-type="bibr" rid="pone.0164870.ref016">16</xref>]. <italic>FADD</italic> amplification has been demonstrated to play a role in laryngeal/pharyngeal cancer [<xref ref-type="bibr" rid="pone.0164870.ref017">17</xref>], and high protein expression (43%) was shown to be associated with worse survival in patients with tongue cancer [<xref ref-type="bibr" rid="pone.0164870.ref018">18</xref>].</p>
<p>In OSCC, we have shown that CCND1 is strongly associated with lymph node metastasis and patient survival [<xref ref-type="bibr" rid="pone.0164870.ref019">19</xref>]. The current study was designed to further investigate the role in OSCC of another important gene within <italic>11q13</italic>.<italic>3</italic>, FADD. The amplification and expression of <italic>FADD</italic> were evaluated in areca-quid (AQ)-associated OSCC and correlated with clinicopathological parameters.</p>
</sec>
<sec id="sec002" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="sec003">
<title>Patients and specimens</title>
<p>This study was approved by the Chang Gung Medical Foundation Institutional Review Board (100-4358A3). The present study group consisted of 339 male patients diagnosed with primary OSCC who were admitted to Chang Gung Memorial Hospital, Lin-Kou, Taiwan, between 1999 and 2011. All cases were histologically confirmed and scored according to the recommendations for the reporting of specimens containing oral cavity, oropharynx and hypopharynx neoplasms by the Associations of Directors of Anatomical and Surgical Pathology (ADASP).[<xref ref-type="bibr" rid="pone.0164870.ref020">20</xref>] All patients signed informed consent for participation and were interviewed in a uniform manner before surgery by a well-trained interviewer. The questionnaire used in the interview sought detailed information on general demographics, as well as current and past cigarette smoking history, alcohol drinking and AQ chewing habits. Tumor tissue was collected, frozen immediately after excision in liquid nitrogen and stored at -80°C until DNA extraction. High-molecular weight DNA was purified as previously described [<xref ref-type="bibr" rid="pone.0164870.ref021">21</xref>]. All tumor specimens and tissue sections were retrieved from an archive.</p>
</sec>
<sec id="sec004">
<title>TaqMan CN assay using quantitative real-time polymerase chain reaction (qPCR) for <italic>FADD</italic></title>
<p>FADD gene copy number was analyzed using pre-designed TaqMan copy number assay (Hs01625513_cn) (Applied Biosystems, Foster City, CA, USA) by qPCR on a 7500 Fast Real-Time PCR System (Applied Biosystems, Foster City, CA, USA) in our laboratory. The qPCR analysis was performed according to the MIQE guidelines [<xref ref-type="bibr" rid="pone.0164870.ref022">22</xref>]. The hydrolysis probe to determine the copy number of the FADD gene is located within exon 2. The reference probe targets a copy-number neutral region of the RNase P gene, serving as an internal standard. The quantitative duplex PCR assay was carried out in a 96-well optical plate with a total volume of 10 μl per well. The reactions included 2 μl of gDNA (~10 ng), 0.5 μl of <italic>FADD</italic> TaqMan Copy Number Assay solution (20×), 0.5 μl of <italic>RNase P</italic> TaqMan Copy Number Reference Assay solution (20×), and 5 μl of TaqMan Genotyping Master Mix (2×) with the final volume adjusted with sterile water. All reactions were performed in triplicate. Thermal cycling conditions included initial denaturation at 95°C for 10 mins, followed by 40 cycles of 15 s at 95°C and 60 s at 60°C. The number of copies of the <italic>FADD</italic> gene was determined by relative quantitation (RQ) using the comparative Cq (ΔΔCq) method, which requires a healthy control sample (diploid) as a calibrator in all amplifications. The RNase P gene was co-amplified with the FADD gene and served as an internal standard. FADD gene copy number status was defined by a comparative Cq (ΔΔCq) &gt; 0.59 indicating amplification [<xref ref-type="bibr" rid="pone.0164870.ref023">23</xref>].</p>
</sec>
<sec id="sec005">
<title>Immunohistochemical analysis</title>
<p>Paraffin-embedded tumor sections (1.5μm) were deparaffinized in xylene and absolute alcohol and retrieved with heat in 10 mM citrate buffer (pH 6.0). Immunostaining was performed using the UltraVision Quanto Detection System HRP (Thermo Scientific, Cheshire, UK) and a Lab Vision Autostainer 360 (Thermo Scientific, Cheshire, UK). In brief, slides were treated with hydrogen peroxide block reagent (Thermo Scientific) for 10 mins and rinsed with phosphate-buffered saline (PBS). After blocking non-specific binding with Ultra V Block reagent (UltraVision Quanto Detection System HRP kit; Thermo Scientific, Cheshire, UK), tissue sections were incubated with rabbit polyclonal anti-FADD antibody (1:500) (H-181; Santa Cruz Biotechnology, Santa Cruz, CA) for 1 hour at room temperature. The tissue sections were then washed with PBS and incubated with a secondary antibody from the UltraVision Quanto Detection System HRP at room temperature, and subsequently visualized by reaction with diaminobenzidine (DAB) used as the chromogen substrate (DAB Quanto kit; Thermo Scientific, Cheshire, UK). Finally, the slides were counterstained with hematoxylin and coverslipped with Permount and examined for the extent and intensity of cytoplasm in tumor cells and for background staining by the pathologist (WYC) in a blinded manner. In the present study, the normal epithelium present in most samples showed cytoplasmic staining of the suprabasal layer. In carcinoma cells, FADD protein expression was found mainly in the cytoplasm and distributed homogeneously in most tumors. In tumors with strong cytoplasm staining, there was usually some accompanying nuclear staining. The scoring criteria are as reported in Gibcus et al.[<xref ref-type="bibr" rid="pone.0164870.ref017">17</xref>]. In brief, using the normal epithelium as a reference for normal expression levels, we scored all samples according to the intensity as 0, 1+, 2+ and 3+. We categorized the FADD staining as low FADD expression when the intensity was 0 and 1+ (<xref ref-type="fig" rid="pone.0164870.g001">Fig 1A and 1B</xref>), and high FADD expression when intensity was 2+ and 3+ (<xref ref-type="fig" rid="pone.0164870.g001">Fig 1C and 1D</xref>).</p>
<fig id="pone.0164870.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Immunohistochemical comparison of FADD expression.</title>
<p>FADD protein expression in three OSCC patients and normal epithelium. (A), Normal epithelium showing weak cytoplasmic and nuclear staining as a reference. (B), Representative staining pattern of FADD 1+. (C), FADD 2+. (D) FADD 3+.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.g001" xlink:type="simple"/>
</fig>
</sec>
<sec id="sec006">
<title>Statistics</title>
<p>Statistical analysis was carried out using the Statistical Package for the Social Sciences (SPSS) version 13. The correlations between FADD gene copy number or protein expression status and clinical parameters were examined by the χ<sup>2</sup> test or Fisher’s exact test. Correlations between the FADD copy number and protein expression were tested with the χ<sup>2</sup> test. Survival curves were constructed by the Kaplan-Meier method, and the curves were compared using the log-rank test. The Cox regression model was applied to simultaneously adjust all potential prognostic variables, including age, primary tumor status, lymph node status and differentiation. The results were considered significant if <italic>P</italic> &lt; 0.05.</p>
</sec>
</sec>
<sec id="sec007" sec-type="results">
<title>Results</title>
<sec id="sec008">
<title>Patient characteristics</title>
<p>Three hundred and thirty-nine patients with a diagnosis of OSCC were recruited into the study. The clinicopathological features of the patients are shown in <xref ref-type="table" rid="pone.0164870.t001">Table 1</xref>. The most common primary sites were the bucca (44.8%, 152/339) and tongue (30.4%, 103/339). Overall, 85.6% (290/339) of the patients were cigarette smokers, 53.4% (181/339) were alcohol drinkers and 85.0% (288/339) chewed AQ. The primary treatment for these 339 patients was surgery; 232 (68.4%) patients underwent additional radiation therapy, and 89 (26.3%) underwent additional chemoradiotherapy. The median follow-up period was 60 months.</p>
<table-wrap id="pone.0164870.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.t001</object-id>
<label>Table 1</label> <caption><title>Characteristics of the 339 OSCC patients.</title></caption>
<alternatives>
<graphic id="pone.0164870.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Characteristics</th>
<th align="left"/>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age (years)</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Mean±SD</td>
<td align="left">50.383± 11.164</td>
</tr>
<tr>
<td align="left"> Range</td>
<td align="left">26–82</td>
</tr>
<tr>
<td align="left">Site of primary tumor [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Bucca</td>
<td align="left">155 (45.7)</td>
</tr>
<tr>
<td align="left"> Tongue</td>
<td align="left">104 (30.7)</td>
</tr>
<tr>
<td align="left"> Other</td>
<td align="left">80 (23.6)</td>
</tr>
<tr>
<td align="left">Tumor stage [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Stage I</td>
<td align="left">37 (10.9)</td>
</tr>
<tr>
<td align="left"> Stage II</td>
<td align="left">59 (17.4)</td>
</tr>
<tr>
<td align="left"> Stage III</td>
<td align="left">54 (15.9)</td>
</tr>
<tr>
<td align="left"> Stage IV</td>
<td align="left">189 (55.8)</td>
</tr>
<tr>
<td align="left">Differentiation [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Well differentiated</td>
<td align="left">134 (39.5)</td>
</tr>
<tr>
<td align="left"> Moderately differentiated</td>
<td align="left">182 (53.7)</td>
</tr>
<tr>
<td align="left"> Poorly differentiated</td>
<td align="left">23 (6.8)</td>
</tr>
<tr>
<td align="left">Cigarette smoking [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">290 (85.6)</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">49 (14.5)</td>
</tr>
<tr>
<td align="left">Alcohol drinking [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">181 (53.4)</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">158 (46.6)</td>
</tr>
<tr>
<td align="left">AQ chewing [No. of patients (%)]</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">288 (85.0)</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">51 (15.0)</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
</sec>
<sec id="sec009">
<title>FADD gene CNA and protein expression</title>
<p><italic>FADD</italic> copy number amplification was found in 69 (20.4%) OSCC patients (<xref ref-type="table" rid="pone.0164870.t002">Table 2</xref>). The levels of FADD protein expression were categorized as low and high expression subgroups according to the intensity of cytoplasmic staining (<xref ref-type="table" rid="pone.0164870.t002">Table 2</xref>). We determined that 146 (43.1%) tumors had low expression, and 193 (58.7%) had high expression. High FADD protein expression was accompanied by increased FADD gene copy number. Sixty (60/69, 87.0%) patients with FADD gene amplification showed high FADD protein expression (<xref ref-type="supplementary-material" rid="pone.0164870.s002">S1 Table</xref>).</p>
<table-wrap id="pone.0164870.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.t002</object-id>
<label>Table 2</label> <caption><title>Clinical association with FADD gene copy number and protein expression.</title></caption>
<alternatives>
<graphic id="pone.0164870.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="3">Characteristics</th>
<th align="center" colspan="2">FADD gene copy number status</th>
<th align="center"/>
<th align="center" colspan="2">FADD protein expression status</th>
<th align="center"/>
</tr>
<tr>
<th align="left">Copy Neutral</th>
<th align="left">Amplification</th>
<th align="left"><italic>P</italic>-value</th>
<th align="left">Low expression</th>
<th align="left">High expression</th>
<th align="left"><italic>P-</italic>value</th>
</tr>
<tr>
<th align="left">(N = 270)</th>
<th align="left">(N = 69)</th>
<th align="left"/>
<th align="left">(N = 146)</th>
<th align="left">(N = 193)</th>
<th align="left"/>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> &lt; 50 yrs</td>
<td align="left">140 (78.7)</td>
<td align="left">38 (21.3)</td>
<td align="char" char=".">0.633</td>
<td align="left">67 (37.6)</td>
<td align="left">111 (62.4)</td>
<td align="char" char="."><bold>0.034</bold></td>
</tr>
<tr>
<td align="left"> ≥ 50 yrs</td>
<td align="left">130 (80.8)</td>
<td align="left">31 (19.3)</td>
<td align="left"/>
<td align="left">79 (49.1)</td>
<td align="left">82 (50.9)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Subsites</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Bucca</td>
<td align="left">127 (81.9)</td>
<td align="left">28 (18.1)</td>
<td align="char" char=".">0.602</td>
<td align="left">75 (48.4)</td>
<td align="left">80 (51.6)</td>
<td align="char" char=".">0.186</td>
</tr>
<tr>
<td align="left"> Tongue</td>
<td align="left">80 (76.9)</td>
<td align="left">24 (23.1)</td>
<td align="left"/>
<td align="left">41 (39.4)</td>
<td align="left">63 (60.6)</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Other</td>
<td align="left">63 (78.8)</td>
<td align="left">17 (21.3)</td>
<td align="left"/>
<td align="left">30 (37.5)</td>
<td align="left">50 (62.5)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Primary tumor status</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> T1/T2</td>
<td align="left">130 (80.3)</td>
<td align="left">32 (19.8)</td>
<td align="char" char=".">0.792</td>
<td align="left">62 (32.3)</td>
<td align="left">100 (61.7)</td>
<td align="char" char=".">0.088</td>
</tr>
<tr>
<td align="left"> T3/T4</td>
<td align="left">140 (79.1)</td>
<td align="left">37 (20.9)</td>
<td align="left"/>
<td align="left">84 (47.5)</td>
<td align="left">93 (52.5)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Lymph node status</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> LNM<xref ref-type="table-fn" rid="t002fn002">†</xref>-/ECS<xref ref-type="table-fn" rid="t002fn003">‡</xref>-</td>
<td align="left">158 (86.8)</td>
<td align="left">24 (13.2)</td>
<td align="char" char="."><bold>0.001</bold></td>
<td align="left">98 (53.9)</td>
<td align="left">84 (46.2)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
</tr>
<tr>
<td align="left"> LNM+/ECS-</td>
<td align="left">47 (77.1)</td>
<td align="left">14 (23.0)</td>
<td align="char" char="."><bold>&lt; 0.001</bold><xref ref-type="table-fn" rid="t002fn001">*</xref></td>
<td align="left">19 (31.2)</td>
<td align="left">42 (68.9)</td>
<td align="char" char="."><bold>&lt; 0.001</bold><xref ref-type="table-fn" rid="t002fn001">*</xref></td>
</tr>
<tr>
<td align="left"> LNM+/ECS+</td>
<td align="left">65 (67.7)</td>
<td align="left">31 (32.3)</td>
<td align="left"/>
<td align="left">29 (30.2)</td>
<td align="left">67 (69.8)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Tumor differentiation</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Well</td>
<td align="left">113 (84.3)</td>
<td align="left">21 (15.7)</td>
<td align="char" char=".">0.083</td>
<td align="left">69 (51.5)</td>
<td align="left">65 (48.5)</td>
<td align="char" char="."><bold>0.011</bold></td>
</tr>
<tr>
<td align="left"> Moderate/Poor</td>
<td align="left">157 (76.6)</td>
<td align="left">48 (23.4)</td>
<td align="left"/>
<td align="left">77 (37.6)</td>
<td align="left">128 (62.4)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Skin invasion</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">41 (89.1)</td>
<td align="left">5 (10.9)</td>
<td align="char" char=".">0.086</td>
<td align="left">28 (60.9)</td>
<td align="left">18 (39.1)</td>
<td align="char" char="."><bold>0.009</bold></td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">229 (78.2)</td>
<td align="left">64 (21.8)</td>
<td align="left"/>
<td align="left">118 (40.3)</td>
<td align="left">175 (59.7)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Bone invasion</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">73 (77.7)</td>
<td align="left">21 (22.3)</td>
<td align="char" char=".">0.574</td>
<td align="left">43 (45.7)</td>
<td align="left">51 (54.3)</td>
<td align="char" char=".">0.538</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">197 (80.4)</td>
<td align="left">48 (19.6)</td>
<td align="left"/>
<td align="left">103 (42.0)</td>
<td align="left">142 (58.0)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Perineural invasion</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">71 (72.5)</td>
<td align="left">27 (27.6)</td>
<td align="char" char="."><bold>0.036</bold></td>
<td align="left">31 (31.6)</td>
<td align="left">67 (68.4)</td>
<td align="char" char="."><bold>0.007</bold></td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">199 (82.6)</td>
<td align="left">42 (17.4)</td>
<td align="left"/>
<td align="left">115 (47.7)</td>
<td align="left">126 (52.3)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Vascular invasion</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">8 (72.7)</td>
<td align="left">3 (27.3)</td>
<td align="char" char=".">0.473</td>
<td align="left">3 (27.3)</td>
<td align="left">8 (72.7)</td>
<td align="char" char=".">0.363</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">262 (79.9)</td>
<td align="left">66 (20.1)</td>
<td align="left"/>
<td align="left">143 (43.6)</td>
<td align="left">185 (56.4)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Lymphatic invasion</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">34 (70.8)</td>
<td align="left">14 (29.2)</td>
<td align="char" char=".">0.102</td>
<td align="left">19 (39.6)</td>
<td align="left">29 (60.4)</td>
<td align="char" char=".">0.599</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">236 (81.1)</td>
<td align="left">55 (18.9)</td>
<td align="left"/>
<td align="left">127 (43.6)</td>
<td align="left">164 (56.4)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Invasion depth of tumor</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> ≥ 10 mm</td>
<td align="left">163 (75.8)</td>
<td align="left">52 (24.2)</td>
<td align="char" char="."><bold>0.021</bold></td>
<td align="left">91 (42.3)</td>
<td align="left">124 (57.7)</td>
<td align="char" char=".">0.716</td>
</tr>
<tr>
<td align="left"> &lt; 10 mm</td>
<td align="left">107 (86.3)</td>
<td align="left">17 (13.7)</td>
<td align="left"/>
<td align="left">55 (44.4)</td>
<td align="left">69 (55.7)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Cigarette smoking</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">230 (79.3)</td>
<td align="left">60 (20.7)</td>
<td align="char" char=".">0.709</td>
<td align="left">120 (41.4)</td>
<td align="left">170 (58.6)</td>
<td align="char" char=".">0.127</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">40 (81.6)</td>
<td align="left">9 (18.4)</td>
<td align="left"/>
<td align="left">26 (53.1)</td>
<td align="left">23 (46.9)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Alcohol drinking</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">141 (77.9)</td>
<td align="left">40 (22.1)</td>
<td align="char" char=".">0.393</td>
<td align="left">72 (39.8)</td>
<td align="left">109 (60.2)</td>
<td align="char" char=".">0.191</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">129 (81.7)</td>
<td align="left">29 (18.4)</td>
<td align="left"/>
<td align="left">74 (46.8)</td>
<td align="left">84 (53.2)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">AQ chewing</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Yes</td>
<td align="left">233 (80.9)</td>
<td align="left">55 (19.1)</td>
<td align="char" char=".">0.172</td>
<td align="left">125 (43.4)</td>
<td align="left">163 (56.6)</td>
<td align="char" char=".">0.767</td>
</tr>
<tr>
<td align="left"> No</td>
<td align="left">37 (72.6)</td>
<td align="left">14 (27.5)</td>
<td align="left"/>
<td align="left">21 (41.2)</td>
<td align="left">30 (58.8)</td>
<td align="left"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p>*χ<sup>2</sup> trend test;</p></fn>
<fn id="t002fn002"><p><sup>†</sup>LNM: lymph node metastasis;</p></fn>
<fn id="t002fn003"><p><sup>‡</sup> ECS: extracapsular spread</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec010">
<title>Clinical implications of FADD gene CNA and protein expression</title>
<p>As shown in <xref ref-type="table" rid="pone.0164870.t002">Table 2</xref>, tumors with lymph node metastasis and lymph node extra-capsular spread (ECS) had a significantly higher frequency of <italic>FADD</italic> amplification (<italic>P</italic> ≤ 0.001). Similar results were observed for tumors with a high expression of FADD protein (<italic>P</italic> &lt; 0.001). Furthermore, high FADD protein expression was associated with younger age at diagnosis (<italic>P</italic> = 0.034) and a higher grade of tumor differentiation (<italic>P</italic> = 0.011). We further analyzed the relationship between FADD and patient prognosis by univariate analysis (<xref ref-type="fig" rid="pone.0164870.g002">Fig 2</xref>). The results showed that FADD gene amplification was associated with poor overall survival (OS) (<xref ref-type="fig" rid="pone.0164870.g002">Fig 2B</xref>, <italic>P</italic> = 0.011) [hazard ratio (HR) = 1.527, 95% confidence interval (CI), 1.098–2.123] (<xref ref-type="table" rid="pone.0164870.t003">Table 3</xref>). High FADD protein expression was associated with poor disease-free survival (DFS) (<xref ref-type="fig" rid="pone.0164870.g003">Fig 3A</xref>) (HR = 1.684, 95% CI, 1.209–2.345) and OS (<xref ref-type="fig" rid="pone.0164870.g003">Fig 3B</xref>) (HR = 1.387, 95% CI, 1.035–1.859). The patients with both FADD gene amplification and protein overexpression showed worse DFS (<xref ref-type="fig" rid="pone.0164870.g004">Fig 4A</xref>, <italic>P</italic> = 0.005) and OS (<xref ref-type="fig" rid="pone.0164870.g004">Fig 4B</xref>, <italic>P</italic> = 0.009). In addition to FADD, primary tumor status (HR = 1.676, 95% CI, 1.256–2.238) and lymph node metastasis (HR = 1.931, 95% CI, 1.310–2.846) were significantly associated with a poorer OS. Lymph node ECS was also significantly associated with a poorer DFS (HR = 3.124, 95% CI, 2.202–4.432). After adjusting for age at diagnosis, primary tumor status, lymph node status and tumor differentiation by multivariate Cox regression, patients with FADD gene amplification or high protein expression had the worst DFS (<italic>P</italic> = 0.028, HR = 1.483, 95% CI, 1.044–2.106) (<xref ref-type="table" rid="pone.0164870.t004">Table 4</xref>). Of the FADD gene copy neutral cases, we observed that 49.3% (133/270) of cases displayed a high expression level of FADD protein independently of gene copy number alteration (<xref ref-type="supplementary-material" rid="pone.0164870.s002">S1 Table</xref>). High FADD protein expression was also associated with young age at diagnosis (<italic>P</italic> = 0.029) and lymph node metastasis (<italic>P</italic> = 0.025) in this subgroup (<xref ref-type="supplementary-material" rid="pone.0164870.s003">S2 Table</xref>). High FADD protein expression also was associated with DFS in this subgroup (HR = 1.690, 95% CI, 1.173–2.435) (<xref ref-type="supplementary-material" rid="pone.0164870.s004">S3 Table</xref>). After adjusting for age at diagnosis, primary tumor status, lymph node status and tumor differentiation using multivariate analysis, patients with high FADD protein expression also showed a poorer DFS (HR = 1.575, 95% CI, 1.078–2.300) (<xref ref-type="supplementary-material" rid="pone.0164870.s005">S4 Table</xref>).</p>
<fig id="pone.0164870.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Survival curves based on analysis of the Fas-associated death domain (FADD) gene CNA.</title>
<p>(A) Kaplan-Meier curves for disease-free survival (DFS).(B) Kaplan-Meier curves for overall survival (OS).</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.g002" xlink:type="simple"/>
</fig>
<fig id="pone.0164870.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Survival curves based on analysis of Fas-associated death domain (FADD) protein expression.</title>
<p>(A) Kaplan-Meier curves for disease-free survival (DFS).(B) Kaplan-Meier curves for overall survival (OS).</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.g003" xlink:type="simple"/>
</fig>
<fig id="pone.0164870.g004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.g004</object-id>
<label>Fig 4</label>
<caption>
<title>Survival curves based on combined Fas-associated death domain (FADD) gene CNA and protein expression analysis.</title>
<p>(A) Kaplan-Meier curves for disease-free survival (DFS).(B) Kaplan-Meier curves for overall survival (OS).</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.g004" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0164870.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.t003</object-id>
<label>Table 3</label> <caption><title>Univariate Cox regression model of prognostic covariates in 339 patients with OSCC: disease-free and overall survival.</title></caption>
<alternatives>
<graphic id="pone.0164870.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="2">Characteristics</th>
<th align="left">DFS</th>
<th align="left" rowspan="2"><italic>P</italic>-value</th>
<th align="left">OS</th>
<th align="left" rowspan="2"><italic>P</italic>-value</th>
</tr>
<tr>
<th align="left">HR (95% CI)</th>
<th align="left">HR (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> &lt; 50 yrs</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> ≥ 50 yrs</td>
<td align="left">0.914 (0.667–1.252)</td>
<td align="char" char=".">0.575</td>
<td align="left">1.119 (0.843–1.487)</td>
<td align="char" char=".">0.437</td>
</tr>
<tr>
<td align="left">Primary tumor status</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> T1/T2</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> T3/T4</td>
<td align="left">1.145 (0.837–1.567)</td>
<td align="char" char=".">0.398</td>
<td align="left">1.676 (1.256–2.238)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
</tr>
<tr>
<td align="left">Lymph node status</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> LNM<xref ref-type="table-fn" rid="t003fn001">†</xref>-/ECS<xref ref-type="table-fn" rid="t003fn002">‡</xref>-</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> LNM+/ECS-</td>
<td align="left">1.548 (0.994–2.410)</td>
<td align="char" char=".">0.053</td>
<td align="left">1.931 (1.310–2.846)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
</tr>
<tr>
<td align="left"> LNM+/ECS+</td>
<td align="left">3.124 (2.202–4.432)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
<td align="left">3.018 (2.191–4.156)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
</tr>
<tr>
<td align="left">Tumor differentiation</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Well</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Moderate/Poor</td>
<td align="left">1.194 (0.865–1.646)</td>
<td align="char" char=".">0.281</td>
<td align="left">1.344 (1.000–1.807)</td>
<td align="char" char="."><bold>0.050</bold></td>
</tr>
<tr>
<td align="left">FADD CN status</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Copy neutral</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Amplification</td>
<td align="left">1.393 (0.963–2.016)</td>
<td align="char" char=".">0.079</td>
<td align="left">1.527 (1.098–2.123)</td>
<td align="char" char="."><bold>0.012</bold></td>
</tr>
<tr>
<td align="left">FADD expression</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"> Low expression</td>
<td align="left">1</td>
<td align="left"/>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> High expression</td>
<td align="left">1.684 (1.209–2.345)</td>
<td align="char" char="."><bold>0.002</bold></td>
<td align="left">1.387 (1.035–1.859)</td>
<td align="char" char="."><bold>0.029</bold></td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p><sup>†</sup>LNM: lymph node metastasis;</p></fn>
<fn id="t003fn002"><p><sup>‡</sup> ECS: extracapsular spread;</p></fn>
<fn id="t003fn003"><p>CN: copy number</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="pone.0164870.t004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0164870.t004</object-id>
<label>Table 4</label> <caption><title>Multivariate Cox regression model of prognostic covariates in 339 patients with OSCC: disease-free and overall survival.</title></caption>
<alternatives>
<graphic id="pone.0164870.t004g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.t004" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="center" rowspan="2">Characteristics</th>
<th align="center">DFS</th>
<th align="center" rowspan="2"><italic>P</italic>-value</th>
<th align="center">OS</th>
<th align="center" rowspan="2"><italic>P</italic>-value</th>
</tr>
<tr>
<th align="center">HR (95% CI)</th>
<th align="center">HR (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"> &lt; 50 yrs</td>
<td align="center">1</td>
<td align="center"/>
<td align="center">1</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> ≥ 50 yrs</td>
<td align="center">1.058 (0.766–1.462)</td>
<td align="char" char=".">0.732</td>
<td align="center">1.231 (0.922–1.645)</td>
<td align="char" char=".">0.159</td>
</tr>
<tr>
<td align="left">Primary tumor status</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"> T1/T2</td>
<td align="center">1</td>
<td align="center"/>
<td align="center">1</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> T3/T4</td>
<td align="center">0.990 (0.716–1.368)</td>
<td align="char" char=".">0.950</td>
<td align="center">1.469 (1.092–1.976)</td>
<td align="char" char="."><bold>0.011</bold></td>
</tr>
<tr>
<td align="left">Lymph node status</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"> LNM<xref ref-type="table-fn" rid="t004fn001">†</xref>-/ECS<xref ref-type="table-fn" rid="t004fn002">‡</xref>-</td>
<td align="center">1</td>
<td align="center"/>
<td align="center">1</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> LNM+/ECS-</td>
<td align="center">1.448 (0.920–2.280)</td>
<td align="char" char=".">0.110</td>
<td align="center">1.871 (1.258–2.783)</td>
<td align="char" char="."><bold>0.002</bold></td>
</tr>
<tr>
<td align="left"> LNM+/ECS+</td>
<td align="center">3.003 (2.067–4.363)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
<td align="center">2.702 (1.923–3.797)</td>
<td align="char" char="."><bold>&lt; 0.001</bold></td>
</tr>
<tr>
<td align="left">Tumor differentiation</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"> Well</td>
<td align="center">1</td>
<td align="center"/>
<td align="center">1</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> Moderate/Poor</td>
<td align="center">0.927 (0.665–1.292)</td>
<td align="char" char=".">0.653</td>
<td align="center">1.042 (0.768–1.415)</td>
<td align="char" char=".">0.790</td>
</tr>
<tr>
<td align="left">FADD status</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left"> FADD CN-/low expression</td>
<td align="center">1</td>
<td align="center"/>
<td align="center">1</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> FADD CN+ or high expression</td>
<td align="center">1.483 (1.044–2.106)</td>
<td align="char" char="."><bold>0.028</bold></td>
<td align="center">1.270 (0.933–1.729)</td>
<td align="char" char=".">0.128</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t004fn001"><p><sup>†</sup>LNM: lymph node metastasis;</p></fn>
<fn id="t004fn002"><p><sup>‡</sup> ECS: extracapsular spread;</p></fn>
<fn id="t004fn003"><p>CN: copy number</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec011" sec-type="conclusions">
<title>Discussion</title>
<p>Gene amplification is a well-known mechanism that results in an increase in the expression of genes involved in oncogenesis, tumor development, or multidrug resistance [<xref ref-type="bibr" rid="pone.0164870.ref024">24</xref>]. Amplification of chromosome 11q13 is frequently found in human cancers and is prominent in HNSCC (30–62% of cases) [<xref ref-type="bibr" rid="pone.0164870.ref003">3</xref>]. <italic>CCND1</italic> and <italic>CTTN</italic> have usually been considered to be the driver genes in the 11q13.3 locus. <italic>FADD</italic>, which is also located within 11q13.3, was previously identified as a novel cancer gene in laryngeal/pharyngeal cancer [<xref ref-type="bibr" rid="pone.0164870.ref017">17</xref>].</p>
<p>In the current study of male HNSCC patients, we showed that <italic>FADD</italic> amplification was present in 69 of 339 cases (20.4%), and gene amplification was associated with a higher incidence of lymph node metastasis (LNM) and extracapsular spread (ECS). The frequency of amplification is lower than in a previous report on tongue SSC, in which tumor tissue was hand-dissected from 30 samples and transcripts were amplified by real-time PCR (43.3%, 13/30) [<xref ref-type="bibr" rid="pone.0164870.ref018">18</xref>]. To our knowledge, the present study is the largest cohort of male patients with OSCC in which the role of FADD gene copy number has been assessed in the tongue, bucca and other locations of the oral cavity. Although the association between <italic>FADD</italic> amplification and LNM has not been observed in previous reports, the strong positive relationship between 11q13 amplification and lymph node status has been reported in HNSCC [<xref ref-type="bibr" rid="pone.0164870.ref025">25</xref>].</p>
<p>In most samples, <italic>FADD</italic> amplification was accompanied by high FADD protein expression (87.0%, 60/69), as expected. However, the proportion of samples with high FADD expression (56.9%) was much higher than that with FADD gene amplification (20.4%). This discrepancy between gene alteration and protein expression suggests that FADD can be overexpressed by other mechanisms such as post-transcriptional modification or altered protein expression from the interactions of other related genes in the absence of DNA amplification, as has been observed for the MDM2 gene in the 12q13-15 amplicon in human sarcoma [<xref ref-type="bibr" rid="pone.0164870.ref026">26</xref>]. In addition to lymph node metastasis, high expression of FADD was significantly associated with young age at diagnosis and poorer tumor differentiation. There were no difference in the distribution of primary tumor stage, nodal metastasis between young and old age groups. In the environmental carcinogen exposures, the frequency of alcohol drinking (<italic>P</italic> = 0.017) and areca quid chewing (<italic>P</italic> &lt; 0.001) were significantly higher in the young age group whilst the cigarette smoking was not (<italic>P</italic> = 0.249). Further analyzing the relationships between cigarette, areca quid, alcohol consumption and FADD overexpression, no significant associations exist between them. The underlying mechanisms that cause the higher frequency of FADD overexpression in young age group need further investigation. However, the effect of FADD gene amplification and overexpression on survival was not influenced by age because we adjusted the variable in the multivariate analysis. The relationship between FADD expression and tumor differentiation was similar to that in early stage tongue cancer [<xref ref-type="bibr" rid="pone.0164870.ref018">18</xref>]. Recently, studies have demonstrated that FADD plays a crucial role in cell growth by interacting with the adenylate kinase 2 (AK2)/dual-specificity phosphatase 26 (DUSP26) protein complex and could be associated with tumor cell differentiation [<xref ref-type="bibr" rid="pone.0164870.ref027">27</xref>].</p>
<p>Similarly to FADD amplification, high FADD protein expression is also significantly associated with lymph node metastasis (<italic>P</italic> &lt; 0.001). To evaluate the exact effect of FADD protein expression on lymph node metastasis, we analyzed the relationship between high FADD protein expression and lymph node status in the <italic>FADD</italic> copy neutral subgroup. Notably, the association between high FADD protein expression and lymph node status was retained (<italic>P</italic> = 0.025). The relationship between high FADD protein expression and lymph node metastasis in head and neck cancer has been demonstrated in several studies [<xref ref-type="bibr" rid="pone.0164870.ref018">18</xref>, <xref ref-type="bibr" rid="pone.0164870.ref028">28</xref>–<xref ref-type="bibr" rid="pone.0164870.ref029">29</xref>]. By contrast, Fan et al. found that the expression of <italic>DR5</italic>, <italic>FADD</italic> or both does not significantly affect the progression of HNSCC patients who have no evidence of LNM [<xref ref-type="bibr" rid="pone.0164870.ref029">29</xref>]. They suggested that DR5/FADD/caspase-8 signaling may have an opposite function to the previous reported in regulating cancer metastasis and may depend on the tumor stage [<xref ref-type="bibr" rid="pone.0164870.ref029">29</xref>]. FADD can also recruit other proteins to regulate the NF-κB and MAPK pathways, which in turn can promote proliferation and cell cycle progression.[<xref ref-type="bibr" rid="pone.0164870.ref030">30</xref>] In addition, the increased level of FADD transcripts was correlated with the levels of cyclin D1, which is also encoded by a gene located within the same region of 11q13. The induced NF-κB, its downstream pathway and cyclin D1 were demonstrated to be associated with poor prognosis in lung adenocarcinoma.[<xref ref-type="bibr" rid="pone.0164870.ref030">30</xref>]</p>
<p>In this study, univariate analysis indicated that high FADD expression was associated with decreased DFS and OS and that <italic>FADD</italic> amplification was associated with poorer OS. In the <italic>FADD</italic> copy neutral subgroup, high FADD expression was also an independent prognostic marker of poorer DFS. The combined effect of FADD amplification and high FADD expression was demonstrated to result in poorer DFS in patients with OSCC.</p>
</sec>
<sec id="sec012" sec-type="conclusions">
<title>Conclusions</title>
<p>FADD protein overexpression is closely associated with FADD copy number. Both FADD gene amplification and protein overexpression were associated with lymph node metastasis and perineural invasion. FADD is an important gene that is associated with lymph node metastasis and prognosis in OSCC. The combination of FADD gene amplification and protein overexpression can be successfully used as a marker to stratify patients with OSCC into risk subgroups in clinical practice.</p>
</sec>
<sec id="sec013">
<title>Supporting Information</title>
<supplementary-material id="pone.0164870.s001" mimetype="application/x-spss-sav" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.s001" xlink:type="simple">
<label>S1 File</label>
<caption>
<title>Data file for FADD study.</title>
<p>(SAV)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0164870.s002" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.s002" xlink:type="simple">
<label>S1 Table</label>
<caption>
<title>The relationship between FADD gene copy number and protein expression.</title>
<p>(DOCX)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0164870.s003" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.s003" xlink:type="simple">
<label>S2 Table</label>
<caption>
<title>The associations between FADD protein expression and clinicopathological parameters in the FADD copy neutral subgroup of OSCC (n = 270).</title>
<p>(DOCX)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0164870.s004" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.s004" xlink:type="simple">
<label>S3 Table</label>
<caption>
<title>Univariate Cox regression model of prognostic covariates in the 270 FADD copy neutral subgroup of OSCC patients: disease-free and overall survival.</title>
<p>(DOCX)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0164870.s005" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" position="float" xlink:href="info:doi/10.1371/journal.pone.0164870.s005" xlink:type="simple">
<label>S4 Table</label>
<caption>
<title>Multivariate Cox regression model of prognostic covariates in the 270 patients FADD copy neutral subgroup of OSCC: disease-free and overall survival.</title>
<p>(DOCX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>The authors thank all the members of the Cancer Center, as well as the Tissue Bank at Chang Gung Memorial Hospital, Linkou, for their invaluable assistance.</p>
</ack>
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